Pith Number

pith:QCDBYOBU

pith:2022:QCDBYOBUOWELG2AIRVEHCUC2QC

not attested not anchored not stored refs pending

MSR: Making Self-supervised learning Robust to Aggressive Augmentations

Bo Han, Cheng Deng, Dadong Wang, Erkun Yang, Tongliang Liu, Yingbin Bai, Yuxuan Du, Zhaoqing Wang

arxiv:2206.01999 v1 · 2022-06-04 · cs.CV · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QCDBYOBUOWELG2AIRVEHCUC2QC}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-07-05T04:28:59.263449Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

80861c38347588b368088d4871505a80ab74bf70a0fb8a09e8e0ef0a2db3a4d4

Aliases

arxiv: 2206.01999 · arxiv_version: 2206.01999v1 · doi: 10.48550/arxiv.2206.01999 · pith_short_12: QCDBYOBUOWEL · pith_short_16: QCDBYOBUOWELG2AI · pith_short_8: QCDBYOBU

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/QCDBYOBUOWELG2AIRVEHCUC2QC \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 80861c38347588b368088d4871505a80ab74bf70a0fb8a09e8e0ef0a2db3a4d4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "82ff01bdc184c782cc3828006a0701d9c735aa92870dd29575e68e915d557b65",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-06-04T14:27:29Z",
    "title_canon_sha256": "5c5f7a0857d59e62ceeae12f9ff7770b451ffc129612f4796a0542725b1bde1d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.01999",
    "kind": "arxiv",
    "version": 1
  }
}